Heteroscedasticity in VAR

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weber
Posts: 5
Joined: Fri Oct 30, 2009 2:46 pm

Heteroscedasticity in VAR

Postby weber » Fri Oct 30, 2009 2:56 pm

Dear All:

To my knowledge, Eviews runs VAR (Vector Autoregressive Model) by an OLS approach. I would like to know if Eviews can do a VAR that deals with heteroscedasticity (for example, uses WLS) or if Eviews can do a VAR based on GMM?
If yes, could you please let me know how to do them? Many thanks

Best,

Weber

EViews Glenn
EViews Developer
Posts: 2682
Joined: Wed Oct 15, 2008 9:17 am

Re: Heteroscedasticity in VAR

Postby EViews Glenn » Fri Oct 30, 2009 5:02 pm

You could create a system from the VAR specification and run the estimation using one of the methods supported there...

weber
Posts: 5
Joined: Fri Oct 30, 2009 2:46 pm

Re: Heteroscedasticity in VAR

Postby weber » Fri Oct 30, 2009 8:32 pm

Thank you very much for your quick response.

However, I think I probably have not put the question very clearly. Here is what I want: I need to estimate the VAR itself by WLS or GMM, and generate the following impulse response functions.
The “system objects” (from VAR) you have proposed look like just to extract the equation formats from VAR and not to help estimate the VAR itself. I might be wrong.

Please help, thanks a lot.

Weber

EViews Glenn
EViews Developer
Posts: 2682
Joined: Wed Oct 15, 2008 9:17 am

Re: Heteroscedasticity in VAR

Postby EViews Glenn » Mon Nov 02, 2009 9:25 am

You can use the system object that has the VAR specification to estimate the parameters of the specification using a variety of methods (including various methods which admit heteroskedasticity). Click on the estimate button.

There are not, however, built-in impulse response tools in the system so you'll have to roll your own for that part.

donihue
Posts: 139
Joined: Wed Oct 07, 2009 8:51 am

Re: Heteroscedasticity in VAR

Postby donihue » Thu Nov 12, 2009 7:47 am

There are not, however, built-in impulse response tools in the system so you'll have to roll your own for that part.
Would you have any examples of an "own-rolled" code for the IRFs for a VAR estimated via the System command? They would be a very big help!

Regards
Donihue


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